{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2f981c03-f7c5-471e-b143-dc3fca2c6370",
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "import torch.nn as nn\n",
    "import torch.nn.functional as F\n",
    "from torch.utils import data\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt \n",
    "%matplotlib inline\n",
    "\n",
    "import torchvision\n",
    "from torchvision import transforms\n",
    "import os\n",
    "\n",
    "import glob\n",
    "from PIL import Image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "10978369-7c82-4942-9c1d-8c5c82868307",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'2.1.2+cu118'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "torch.__version__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "2df3f7d8-1d9a-443b-b96c-c0644fbf0165",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x2c7eab541d0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pil_image = Image.open('data/hk/00001.png')\n",
    "np_img = np.array(pil_image)\n",
    "plt.imshow(np_img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "99294d72-81f6-46cf-8d98-8569428de21f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x2c7eaee38d0>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pil_image = Image.open('data/hk/00001_matte.png')\n",
    "np_img = np.array(pil_image)\n",
    "np_img[np_img > 0] = 1\n",
    "plt.imshow(np_img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "f938cdbb-79e3-4c97-a9b2-9598b971d93f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1, 0)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np_img.max(),np_img.min()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "2d4d8d81-2d88-4dd3-90f6-a370205fd71a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 1], dtype=uint8)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.unique(np_img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "34e6cba3-eae1-415f-a3d0-2e2970f6d657",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(800, 600)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np_img.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5ea7b735-ce1d-4115-83d6-4da4648d9d26",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
